[{"data":1,"prerenderedAt":1465},["ShallowReactive",2],{"header-counts":3,"footer-counts":6,"compare-kiro-vs-windsurf":9,"compare-a-kiro":10,"compare-b-windsurf":564},{"tools":4,"reviews":5},78,26,{"tools":4,"reviews":5,"playbooks":7,"news":8},22,21,null,{"id":11,"title":12,"alternatives":13,"api_compatible":9,"body":18,"category":499,"chinese_friendly":488,"cover":500,"description":501,"domestic":502,"extension":503,"faq":504,"free":502,"github":9,"languages":517,"lastVerified":9,"meta":519,"models":9,"navigation":520,"notSuitable":9,"opensource":502,"path":521,"pillar":522,"platforms":523,"priceTable":527,"pricing":537,"published":538,"relatedPlaybooks":539,"relatedReviews":9,"score":542,"self_host":502,"seo":544,"seoTitle":9,"slug":545,"sources":546,"stem":554,"suitable":9,"tagline":555,"tags":556,"updated":549,"verdict":561,"website":562,"__hash__":563},"tools\u002Ftools\u002Fcoding\u002Fide\u002Fkiro.md","Kiro",[14,15,16,17],"coding\u002Fide\u002Fcursor","coding\u002Fide\u002Fwindsurf","coding\u002Fcli\u002Fclaude-code","coding\u002Fide\u002Fqoder",{"type":19,"value":20,"toc":483},"minimark",[21,26,30,33,36,64,68,163,166,169,190,194,199,213,218,232,235,263,266,367,370,402,406,426,429,456,459],[22,23,25],"h2",{"id":24},"tldr","TL;DR",[27,28,29],"p",{},"Kiro 是 AWS 在 2025-07 发布、2026-03 GA 的 AI IDE，定位『把规格作为开发的基本单元』。流程是：你描述要做什么 → Kiro 生成 requirements\u002Fdesign\u002Ftasks 三份 markdown → 再按 tasks 写代码。基于 Code OSS（VS Code 同源），可直接导入主题和 Open VSX 插件。AWS 已宣布 Q Developer 给新用户停服，把研发 AI 押在 Kiro 上。",[27,31,32],{},"适合：写生产级业务系统、要可追溯的研发流程、合规要求高的团队。不适合：单人快速 prototyping、纯氛围编程、对 spec 流程没耐心的开发者。",[22,34,35],{"id":35},"三层架构",[37,38,39,47,53],"ol",{},[40,41,42,46],"li",{},[43,44,45],"strong",{},"Specs","：需求文档 + 设计文档 + 任务清单，由 agent 生成、人工 review，存仓库根目录",[40,48,49,52],{},[43,50,51],{},"Hooks","：自然语言写的事件自动化（on save \u002F on commit \u002F on schema change）",[40,54,55,58,59,63],{},[43,56,57],{},"Steering Files","：",[60,61,62],"code",{},".kiro\u002Fsteering\u002F*.md"," 里写团队规范（命名、错误处理、安全），所有 agent 调用都会读取",[22,65,67],{"id":66},"价格2026-06","价格（2026-06）",[69,70,71,93],"table",{},[72,73,74],"thead",{},[75,76,77,81,84,87,90],"tr",{},[78,79,80],"th",{},"Plan",[78,82,83],{},"价格",[78,85,86],{},"Credits\u002F月",[78,88,89],{},"超额",[78,91,92],{},"适用",[94,95,96,114,131,147],"tbody",{},[75,97,98,102,105,108,111],{},[99,100,101],"td",{},"Free",[99,103,104],{},"$0",[99,106,107],{},"50（注册赠 500）",[99,109,110],{},"无",[99,112,113],{},"试用、轻度",[75,115,116,119,122,125,128],{},[99,117,118],{},"Pro",[99,120,121],{},"$19\u002F月",[99,123,124],{},"1,000",[99,126,127],{},"$0.04\u002Fcredit",[99,129,130],{},"个人主力",[75,132,133,136,139,142,144],{},[99,134,135],{},"Pro+",[99,137,138],{},"$37\u002F月",[99,140,141],{},"2,000",[99,143,127],{},[99,145,146],{},"重度 + Spec 流水",[75,148,149,152,155,158,160],{},[99,150,151],{},"Power",[99,153,154],{},"$184\u002F月",[99,156,157],{},"10,000",[99,159,127],{},[99,161,162],{},"跑长 autonomous agent",[27,164,165],{},"底层模型走 Amazon Bedrock，路由 Claude Sonnet \u002F Amazon Nova。GovCloud 全档可用。",[22,167,168],{"id":168},"三种形态",[170,171,172,178,184],"ul",{},[40,173,174,177],{},[43,175,176],{},"Kiro IDE","：VS Code 同根的桌面 IDE",[40,179,180,183],{},[43,181,182],{},"Kiro CLI","：terminal 里的同一个 agent",[40,185,186,189],{},[43,187,188],{},"Kiro Autonomous Agent","：后台 agent，能持续工作数小时甚至数天（2025-12 AWS re:Invent 公布的 frontier agent）",[22,191,193],{"id":192},"实测中型-spring-boot-项目","实测（中型 Spring Boot 项目）",[27,195,196],{},[43,197,198],{},"亮点：",[170,200,201,204,207,210],{},[40,202,203],{},"「加一个会员订阅模块」一句话 → 5 分钟生成完整 requirements\u002Fdesign\u002Ftasks，分 17 个任务清单",[40,205,206],{},"agent 跑完会写出可运行代码 + 单元测试 + 更新 design.md",[40,208,209],{},"三个月后回来看 PR，能从仓库本身复盘当时为什么这么设计",[40,211,212],{},"Hooks 跑 OpenAPI 同步真的省心",[27,214,215],{},[43,216,217],{},"踩坑：",[170,219,220,223,226,229],{},[40,221,222],{},"单一 Spec 跑完 17 个任务烧了约 120 credits，Pro 档第 4 天就触线",[40,224,225],{},"Spec 工作流加了约 30% 时间成本，小项目得不偿失",[40,227,228],{},"2025-12 AWS 大规模故障期，Kiro autonomous agent 拿到生产权限误删配置——AWS 事后强制限制 prod 权限，但教训值得记",[40,230,231],{},"中文交互能用，但 spec 文档生成偶尔中英混搭",[22,233,234],{"id":234},"上手",[37,236,237,240,243,246,249,256],{},[40,238,239],{},"kiro.dev 注册（GitHub \u002F Google \u002F AWS 任一）",[40,241,242],{},"下载 IDE，导入项目（自动迁移 VS Code 设置）",[40,244,245],{},"写一句需求，按 Generate Spec → 审 requirements.md",[40,247,248],{},"改 \u002F 确认后让 agent 按 tasks.md 跑",[40,250,251,252,255],{},"在 ",[60,253,254],{},".kiro\u002Fsteering\u002F"," 沉淀你团队的规范",[40,257,258,259,262],{},"CLI：",[60,260,261],{},"brew install kiro-cli","，同账号即用",[22,264,265],{"id":265},"对比",[69,267,268,286],{},[72,269,270],{},[75,271,272,275,277,280,283],{},[78,273,274],{},"维度",[78,276,12],{},[78,278,279],{},"Cursor",[78,281,282],{},"Claude Code",[78,284,285],{},"Qoder",[94,287,288,305,320,335,351],{},[75,289,290,293,296,299,302],{},[99,291,292],{},"范式",[99,294,295],{},"Spec-first",[99,297,298],{},"Prompt-first",[99,300,301],{},"Prompt + CLI",[99,303,304],{},"Quest + Agent",[75,306,307,310,313,315,317],{},[99,308,309],{},"文档沉淀",[99,311,312],{},"强制 3 份",[99,314,110],{},[99,316,110],{},[99,318,319],{},"Repo Wiki",[75,321,322,324,327,330,332],{},[99,323,83],{},[99,325,326],{},"$19–$184",[99,328,329],{},"$20 起",[99,331,329],{},[99,333,334],{},"免费起步",[75,336,337,340,343,346,348],{},[99,338,339],{},"自治 agent",[99,341,342],{},"✅ 长任务",[99,344,345],{},"部分",[99,347,345],{},[99,349,350],{},"✅",[75,352,353,356,359,362,364],{},[99,354,355],{},"中文",[99,357,358],{},"2\u002F5",[99,360,361],{},"3\u002F5",[99,363,361],{},[99,365,366],{},"5\u002F5",[22,368,369],{"id":369},"避坑",[170,371,372,378,384,390,396],{},[40,373,374,377],{},[43,375,376],{},"小项目别上 Spec","：prototyping 用 Free + Chat 模式；Spec 只在长生命周期项目上才回本",[40,379,380,383],{},[43,381,382],{},"生产权限要先限","：autonomous agent 默认不要给 prod；用 sandbox \u002F staging 跑、PR 走人工",[40,385,386,389],{},[43,387,388],{},"steering files 要建仓","：团队共享的规范不写进去，每个 dev 的 agent 行为会漂移",[40,391,392,395],{},[43,393,394],{},"Pro+ 比 Pro 性价比更高","：重度用户 Pro 一周就触超额，差 $18 多翻倍 credits",[40,397,398,401],{},[43,399,400],{},"Q Developer 老用户","：迁移前先核对 IAM 集成路径，Kiro 不完全是 Q 的 drop-in",[22,403,405],{"id":404},"适合-不适合","适合 \u002F 不适合",[170,407,408,411,414,417,420,423],{},[40,409,410],{},"✅ 写生产业务系统、追求审计可追溯",[40,412,413],{},"✅ 已在 AWS 生态，想统一研发 AI",[40,415,416],{},"✅ 接受先写规格再写码的团队文化",[40,418,419],{},"❌ 单人快速 hack、prototyping",[40,421,422],{},"❌ 主语种中文、强中文协作（仍以英文为主）",[40,424,425],{},"❌ 团队抗拒文档化",[22,427,428],{"id":428},"相关阅读",[170,430,431,438,444,450],{},[40,432,433],{},[434,435,437],"a",{"href":436},"\u002Ftools\u002Fcoding\u002Fide\u002Fcursor","Cursor 评测",[40,439,440],{},[434,441,443],{"href":442},"\u002Ftools\u002Fcoding\u002Fide\u002Fqoder","Qoder 评测",[40,445,446],{},[434,447,449],{"href":448},"\u002Ftools\u002Fcoding\u002Fcli\u002Fclaude-code","Claude Code 评测",[40,451,452],{},[434,453,455],{"href":454},"\u002Fplaybook\u002Fonboarding\u002Flegacy-codebase-onboarding","Legacy 代码 Onboarding Playbook",[22,457,458],{"id":458},"来源",[37,460,461,469,476],{},[40,462,463,464],{},"RockB — Kiro AI IDE Review 2026（2026-04-21）",[434,465,466],{"href":466,"rel":467},"https:\u002F\u002Fbaeseokjae.github.io\u002Fposts\u002Fkiro-ai-ide-review-2026",[468],"nofollow",[40,470,471,472],{},"DEV.to — AWS Kiro: Specs as Unit of Work（2026-04）",[434,473,474],{"href":474,"rel":475},"https:\u002F\u002Fdev.to\u002Fjubinsoni\u002Faws-kiro-the-agentic-ide-that-makes-specs-the-unit-of-work-3eko",[468],[40,477,478,479],{},"TechCrunch — Amazon Previews 3 Frontier Agents（2025-12-02）",[434,480,481],{"href":481,"rel":482},"https:\u002F\u002Ftechcrunch.com\u002F2025\u002F12\u002F02\u002Famazon-previews-3-ai-agents-including-kiro-that-can-code-on-its-own-for-days",[468],{"title":484,"searchDepth":485,"depth":485,"links":486},"",3,[487,489,490,491,492,493,494,495,496,497,498],{"id":24,"depth":488,"text":25},2,{"id":35,"depth":488,"text":35},{"id":66,"depth":488,"text":67},{"id":168,"depth":488,"text":168},{"id":192,"depth":488,"text":193},{"id":234,"depth":488,"text":234},{"id":265,"depth":488,"text":265},{"id":369,"depth":488,"text":369},{"id":404,"depth":488,"text":405},{"id":428,"depth":488,"text":428},{"id":458,"depth":488,"text":458},"ide","\u002Fimg\u002Ftools\u002Fkiro.webp","Kiro 真实评测：AWS 出品的 spec-driven AI IDE，基于 Code OSS 构建，2026 年 3 月正式 GA。Pro $19、Pro+ $37、Power $184 四档 credits 制。AWS 同步停掉 Q Developer 新签，把研发 AI 押宝在 Kiro 上。",false,"md",[505,508,511,514],{"q":506,"a":507},"Spec-Driven 和 Cursor 的 Agent 模式区别？","Kiro 把『需求 → 设计 → 任务清单 → 代码』强制成三份产物：requirements.md \u002F design.md \u002F tasks.md。代码是 spec 的副产品，可以审计、可以复盘；Cursor \u002F Claude Code 偏 prompt-first，不沉淀文档。",{"q":509,"a":510},"Hooks 是什么？","事件驱动的自然语言自动化：保存时跑 lint、commit 前做安全扫描、API schema 变更时同步 OpenAPI 文档——都是写一段 'on save, …' 就完事，不用配脚本。",{"q":512,"a":513},"和 Amazon Q Developer 什么关系？","AWS 2026-01 宣布 Q Developer 新用户注册将于 2026-05-15 停止，明确导流到 Kiro。等于把 AWS 内部研发 AI 的产品赌注全压到 Kiro 上。",{"q":515,"a":516},"credit 烧得快吗？","小任务（Inline \u002F Chat）单次 0.x credit 起，分数级计费；但一次跑完整 Spec 实现可能消耗几十甚至上百 credits。从 Claude Code 月度 flat-rate 切过来的用户要先用 1–2 周观察实际烧量再选档。",[518],"en",{},true,"\u002Ftools\u002Fcoding\u002Fide\u002Fkiro","coding",[524,525,526],"windows","macos","linux",[528,531,533,535],{"plan":101,"price":104,"credits":529,"notes":530},"50\u002F月 + 注册赠 500","BYOK 不可、模型路由受限",{"plan":118,"price":121,"credits":124,"notes":532},"超出 $0.04\u002Fcredit；含 Claude\u002FNova 路由",{"plan":135,"price":138,"credits":141,"notes":534},"重度个人 \u002F 含 Spec + Hooks 全功能",{"plan":151,"price":154,"credits":157,"notes":536},"重度 \u002F 长 autonomous agent 任务","Free \u002F Pro $19·月 \u002F Pro+ $37·月 \u002F Power $184·月","2026-06-19",[540,541],"onboarding\u002Flegacy-codebase-onboarding","refactor\u002Flarge-refactor-with-ai-agent",{"power":543,"ux":543,"price":485,"cn_support":488,"stability":543},4,{"title":12,"description":501},"coding\u002Fide\u002Fkiro",[547,550,552],{"name":548,"url":466,"accessed":549},"Kiro Review 2026 — RockB","2026-06-24",{"name":551,"url":474,"accessed":549},"AWS Kiro — DEV.to 深度解读",{"name":553,"url":481,"accessed":549},"TechCrunch — AWS 3 Frontier Agents","tools\u002Fcoding\u002Fide\u002Fkiro","AWS 的 Spec-Driven AI IDE，把『写规格 → 出代码 → 出测试』串成自动化流水",[499,557,558,559,560],"aws","spec-driven","agent","bedrock","复杂业务系统 + 喜欢先写 spec 的团队最契合；纯个人 prototyping 用 Cursor \u002F Claude Code 更轻。AWS 已宣布 Q Developer 给新用户停服，Kiro 是 AWS 这边的『未来注资方向』。","https:\u002F\u002Fkiro.dev","q2LOdFuy0fg4mnE59wQ-y07_ODs5F6LPDe7HQCC_LgU",{"id":565,"title":566,"alternatives":567,"api_compatible":9,"body":571,"category":499,"chinese_friendly":485,"cover":1407,"description":1408,"domestic":502,"extension":503,"faq":9,"free":502,"github":9,"languages":1409,"lastVerified":9,"meta":1411,"models":9,"navigation":520,"notSuitable":9,"opensource":502,"path":1412,"pillar":522,"platforms":1413,"priceTable":1414,"pricing":1429,"published":1430,"relatedPlaybooks":9,"relatedReviews":1431,"score":1436,"self_host":502,"seo":1437,"seoTitle":9,"slug":15,"sources":1438,"stem":1455,"suitable":9,"tagline":1456,"tags":1457,"updated":1461,"verdict":1462,"website":1463,"__hash__":1464},"tools\u002Ftools\u002Fcoding\u002Fide\u002Fwindsurf.md","Windsurf（已更名 Devin Desktop）",[14,568,569,570],"coding\u002Fide\u002Ftrae","coding\u002Fide\u002Fzed","coding\u002Fcli\u002Fcline",{"type":19,"value":572,"toc":1390},[573,575,618,624,627,632,647,654,668,676,690,698,718,722,731,735,738,741,761,765,772,844,849,860,868,872,922,925,946,949,982,985,1130,1135,1149,1154,1186,1189,1251,1253,1256,1276,1279,1298,1300,1358,1360,1378,1386],[22,574,25],{"id":24},[576,577,582,612],"div",{"className":578},[579,580,581],"card","p-5","my-4",[27,583,584,587,588,591,592,595,596,599,600,603,604,607,608,611],{},[43,585,586],{},"⚠️ 重大变更（2026-06\u002F07）："," Windsurf 已于 ",[43,589,590],{},"2026-06-02 更名为 Devin Desktop","（OTA 自动更新），并入 Cognition 的统一 Devin 品牌矩阵（Cloud \u002F Desktop \u002F CLI \u002F Review）。招牌 Agent ",[43,593,594],{},"Cascade 已于 2026-07-01 EOL","，由 Rust 重写的 ",[43,597,598],{},"Devin Local"," 取代——token 效率 +30%、支持子 Agent、Fast Context 用 SWE-grep 检索快约 20x、沙盒化执行，并支持 ",[43,601,602],{},"ACP","（Zed 的 Agent Client Protocol，可跑 Codex \u002F Claude Agent \u002F OpenCode + Devin Local）。",[60,605,606],{},"surf"," 命令改为 ",[60,609,610],{},"devin-desktop","，定价不变，完整 IDE 能力保留。",[27,613,614,617],{},[43,615,616],{},"一句话："," 原 Windsurf 是 VS Code fork 基底的 AI-first IDE，免费档比 Cursor 大方、补全（Supercomplete）体感快；如今它是 Devin 生态的桌面入口，Agent Command Center（Spaces、Kanban）成主界面。Windsurf 的 JetBrains 插件保留原名。",[619,620,621],"blockquote",{},[27,622,623],{},"来源说明：本文基于 devin.ai \u002F windsurf.com 官方页面与更名 FAQ、docs.devin.ai 文档、多份独立评测（vibecoding.app \u002F eesel.ai \u002F openaitoolshub \u002F pecollective.com）综合整理。Cognition 的品牌 \u002F 产品结构变动较快，请以最新官方信息为准。",[22,625,626],{"id":626},"核心特性",[628,629,631],"h3",{"id":630},"devin-local接棒-cascade与原-cascade-引擎","Devin Local（接棒 Cascade）与原 Cascade 引擎",[619,633,634],{},[27,635,636,639,640,643,644,646],{},[43,637,638],{},"注意","：下文描述的 Cascade 已于 ",[43,641,642],{},"2026-07-01 EOL","，由 ",[43,645,598],{}," 取代。Devin Local 用 Rust 重写，token 效率 +30%、支持子 Agent、Fast Context 检索快约 20x（SWE-grep）、沙盒化执行，并支持 ACP 跨 Agent 协议（同界面可切 Codex \u002F Claude Agent \u002F OpenCode）。以下 Cascade 的能力描述保留作为演进参照，多数已被 Devin Local 对齐或增强。",[27,648,649,650,653],{},"Cascade 曾是 Windsurf 对标 ",[434,651,279],{"href":652},"\u002Fcoding\u002Fide\u002Fcursor.html"," Composer 的多步骤 Agent。两种模式：",[170,655,656,662],{},[40,657,658,661],{},[43,659,660],{},"Write 模式","：让 Cascade 实际改代码，多文件编辑",[40,663,664,667],{},[43,665,666],{},"Chat 模式","：只问答，不动文件（适合代码理解）",[27,669,670,675],{},[434,671,674],{"href":672,"rel":673},"https:\u002F\u002Fdocs.devin.ai\u002Fwindsurf\u002Fplugins\u002Fcascade\u002Fcascade-overview",[468],"官方 Cascade 文档"," 公开的能力：",[170,677,678,681,684,687],{},[40,679,680],{},"每次 prompt 最多 25 次工具调用，超过 type \"continue\" 继续",[40,682,683],{},"内置工具：Search、Analyze、Web Search、Terminal、Voice Input",[40,685,686],{},"自动探测项目用的包管理器并装依赖",[40,688,689],{},"队列消息：Cascade 跑的时候你可以排队下一个指令",[27,691,692,697],{},[434,693,696],{"href":694,"rel":695},"https:\u002F\u002Fwww.eesel.ai\u002Fblog\u002Fwindsurf-overview",[468],"eesel AI 2026 评测"," 实测描述的 Cascade 特点：",[170,699,700,706,712],{},[40,701,702,705],{},[43,703,704],{},"多文件编辑","：rename 一个函数，跨整个项目同步更新调用点",[40,707,708,711],{},[43,709,710],{},"终端集成","：跑命令、读输出、看到 error 自动尝试修复",[40,713,714,717],{},[43,715,716],{},"迭代调试","：测试失败时不放弃，换个方法再试，循环到通过",[628,719,721],{"id":720},"supercomplete补全速度优势","Supercomplete：补全速度优势",[27,723,724,725,730],{},"Windsurf 自研补全模型，跑在自家推理基础设施上，",[434,726,729],{"href":727,"rel":728},"https:\u002F\u002Fpecollective.com\u002Ftools\u002Fwindsurf",[468],"PE Collective 评测"," 描述：\"没有云端补全那种卡顿，suggestions 几乎瞬间出现\"。能预测下一行甚至连续几行（特别是 API route \u002F 测试用例这类重复模式）。",[628,732,734],{"id":733},"flows上下文聊天","Flows：上下文聊天",[27,736,737],{},"Cascade 的对话界面，跨会话保留上下文。问完一个函数，追问它的测试，Flows 能记住前一轮在讨论什么。索引整个 codebase + 当前打开文件 + 最近编辑。",[628,739,740],{"id":740},"其他",[170,742,743,749,755],{},[40,744,745,748],{},[43,746,747],{},"Terminal AI","：用自然语言生成 shell 命令（\"重启 docker 并清缓存\"）",[40,750,751,754],{},[43,752,753],{},"Voice input","：Cmd\u002FCtrl+L 打开 Cascade，可以语音输入",[40,756,757,760],{},[43,758,759],{},"VS Code 扩展兼容","：因为是 VS Code fork，95%+ 的扩展可以直接装",[22,762,764],{"id":763},"价格与运行成本2026-切到-credit-制","价格与运行成本（2026 切到 credit 制）",[27,766,767,771],{},[434,768,770],{"href":727,"rel":769},[468],"PE Collective 2026-04 评测"," 描述的 credit 系统：",[69,773,774,789],{},[72,775,776],{},[75,777,778,781,783,786],{},[78,779,780],{},"套餐",[78,782,83],{},[78,784,785],{},"Credits",[78,787,788],{},"备注",[94,790,791,803,816,830],{},[75,792,793,795,797,800],{},[99,794,101],{},[99,796,104],{},[99,798,799],{},"25 credits\u002F月",[99,801,802],{},"比 Cursor Free 体感更可用",[75,804,805,807,810,813],{},[99,806,118],{},[99,808,809],{},"$15\u002F月",[99,811,812],{},"500 credits\u002F月",[99,814,815],{},"比 Cursor Pro 便宜 $5",[75,817,818,821,824,827],{},[99,819,820],{},"Team",[99,822,823],{},"$30\u002Fseat\u002F月",[99,825,826],{},"更多 credits + SSO + 中央账单",[99,828,829],{},"中小团队",[75,831,832,835,838,841],{},[99,833,834],{},"Enterprise",[99,836,837],{},"联系销售",[99,839,840],{},"定制",[99,842,843],{},"大企业 \u002F 合规",[27,845,846,58],{},[43,847,848],{},"Credit 消耗规则（社区共识，非官方明示）",[170,850,851,854,857],{},[40,852,853],{},"Cascade 一次 Write 调用 = 1+ credits（依赖模型 + 工具调用数）",[40,855,856],{},"用 GPT-4 \u002F Claude Opus 等 premium 模型 = credit 倍数高",[40,858,859],{},"自带补全（Supercomplete）= 不算 credits",[27,861,862,867],{},[434,863,866],{"href":864,"rel":865},"https:\u002F\u002Fwww.openaitoolshub.org\u002Fen\u002Fblog\u002Fwindsurf-editor-review",[468],"openaitoolshub 评测"," 真实使用感受：Pro $15 + 500 credits 对中度用户够用一个月；写得猛的话第二周就空，要加买 credit pack。",[22,869,871],{"id":870},"上手-5-分钟","上手 5 分钟",[873,874,878],"pre",{"className":875,"code":876,"language":877,"meta":484,"style":484},"language-bash shiki shiki-themes github-light github-dark","# macOS\nbrew install --cask windsurf\n\n# Windows \u002F Linux\n# 去 https:\u002F\u002Fwindsurf.com 下载安装包\n","bash",[60,879,880,889,906,911,916],{"__ignoreMap":484},[881,882,885],"span",{"class":883,"line":884},"line",1,[881,886,888],{"class":887},"sJ8bj","# macOS\n",[881,890,891,895,899,903],{"class":883,"line":488},[881,892,894],{"class":893},"sScJk","brew",[881,896,898],{"class":897},"sZZnC"," install",[881,900,902],{"class":901},"sj4cs"," --cask",[881,904,905],{"class":897}," windsurf\n",[881,907,908],{"class":883,"line":485},[881,909,910],{"emptyLinePlaceholder":520},"\n",[881,912,913],{"class":883,"line":543},[881,914,915],{"class":887},"# Windows \u002F Linux\n",[881,917,919],{"class":883,"line":918},5,[881,920,921],{"class":887},"# 去 https:\u002F\u002Fwindsurf.com 下载安装包\n",[27,923,924],{},"打开后：",[37,926,927,930,933,940,943],{},[40,928,929],{},"用 GitHub \u002F Google 账号登录（国内可能需要代理过验证）",[40,931,932],{},"选择主题（VS Code 用户零迁移成本）",[40,934,935,936,939],{},"打开项目目录 → ",[60,937,938],{},"Cmd\u002FCtrl+L"," 调出 Cascade",[40,941,942],{},"输入第一个 prompt，比如\"读完整个项目结构后告诉我这是什么项目\"",[40,944,945],{},"等 Cascade 索引完（几十秒到几分钟，看项目大小）",[22,947,948],{"id":948},"国内使用注意事项",[37,950,951,957,963,969],{},[40,952,953,956],{},[43,954,955],{},"账号注册","：需要海外邮箱 + 偶发要海外手机；国内邮箱（QQ \u002F 163）有时被拒",[40,958,959,962],{},[43,960,961],{},"网络","：模型推理在境外，没代理时 Cascade 会卡顿到不可用",[40,964,965,968],{},[43,966,967],{},"支付","：Pro 订阅只收海外卡，第三方代付方案少（不像 Cursor 有成熟代理）",[40,970,971,58,974,978,979,981],{},[43,972,973],{},"替代路径",[434,975,977],{"href":976},"\u002Fcoding\u002Fide\u002Ftrae.html","Trae","（字节 IDE，国内访问无门槛）或 ",[434,980,279],{"href":652},"（生态更成熟）",[22,983,984],{"id":984},"与同类怎么选",[69,986,987,1010],{},[72,988,989],{},[75,990,991,993,996,1000,1004],{},[78,992,274],{},[78,994,995],{},"Windsurf",[78,997,998],{},[434,999,279],{"href":652},[78,1001,1002],{},[434,1003,977],{"href":976},[78,1005,1006],{},[434,1007,1009],{"href":1008},"\u002Fcoding\u002Fide\u002Fzed.html","Zed",[94,1011,1012,1029,1044,1060,1075,1089,1102,1115],{},[75,1013,1014,1017,1020,1023,1026],{},[99,1015,1016],{},"Agent 模式",[99,1018,1019],{},"Cascade（激进）",[99,1021,1022],{},"Composer（保守）",[99,1024,1025],{},"类 Composer",[99,1027,1028],{},"ACP 协议接入",[75,1030,1031,1034,1037,1040,1042],{},[99,1032,1033],{},"补全速度",[99,1035,1036],{},"★★★★★ 自研模型",[99,1038,1039],{},"★★★★☆",[99,1041,1039],{},[99,1043,1039],{},[75,1045,1046,1049,1052,1055,1058],{},[99,1047,1048],{},"免费档慷慨度",[99,1050,1051],{},"★★★★☆ 25 credits",[99,1053,1054],{},"★★★☆☆",[99,1056,1057],{},"★★★★★ 中国无限制",[99,1059,1039],{},[75,1061,1062,1065,1067,1070,1073],{},[99,1063,1064],{},"Pro 价格",[99,1066,809],{},[99,1068,1069],{},"$20\u002F月",[99,1071,1072],{},"国内免费",[99,1074,1069],{},[75,1076,1077,1080,1082,1084,1087],{},[99,1078,1079],{},"国内可用性",[99,1081,1054],{},[99,1083,1054],{},[99,1085,1086],{},"★★★★★",[99,1088,1054],{},[75,1090,1091,1094,1096,1098,1100],{},[99,1092,1093],{},"多文件改动激进度",[99,1095,1086],{},[99,1097,1039],{},[99,1099,1039],{},[99,1101,1054],{},[75,1103,1104,1107,1109,1111,1113],{},[99,1105,1106],{},"稳定性",[99,1108,1039],{},[99,1110,1086],{},[99,1112,1039],{},[99,1114,1039],{},[75,1116,1117,1120,1123,1125,1127],{},[99,1118,1119],{},"生态（VS Code 扩展）",[99,1121,1122],{},"★★★★★ fork",[99,1124,1122],{},[99,1126,1122],{},[99,1128,1129],{},"★★★☆☆ 自家",[27,1131,1132,58],{},[43,1133,1134],{},"选 Windsurf 如果你",[170,1136,1137,1140,1143,1146],{},[40,1138,1139],{},"看重补全速度 + 多文件 Agent 的激进度",[40,1141,1142],{},"海外开发者 \u002F 已经能搞定支付和网络",[40,1144,1145],{},"免费档已经够用、不想付费",[40,1147,1148],{},"跑 Cursor 卡顿，想换个推理基础设施",[27,1150,1151,58],{},[43,1152,1153],{},"别选 Windsurf 如果你",[170,1155,1156,1162,1168,1179],{},[40,1157,1158,1159,1161],{},"国内 + 不想折腾代理（去 ",[434,1160,977],{"href":976},"）",[40,1163,1164,1165,1167],{},"重度使用 + 预算敏感（credit 制不划算，",[434,1166,279],{"href":652}," 月费固定）",[40,1169,1170,1171,1174,1175,1161],{},"终端原生使用者（",[434,1172,282],{"href":1173},"\u002Fcoding\u002Fcli\u002Fclaude-code.html"," \u002F ",[434,1176,1178],{"href":1177},"\u002Fcoding\u002Fcli\u002Faider.html","Aider",[40,1180,1181,1182,1161],{},"完全开源洁癖（",[434,1183,1185],{"href":1184},"\u002Fcoding\u002Fagent\u002Fcontinue.html","Continue.dev",[22,1187,1188],{"id":1188},"避坑清单",[170,1190,1191,1197,1207,1217,1227,1239,1245],{},[40,1192,1193,1196],{},[43,1194,1195],{},"Credit 制下重度使用要算账","：500 credits 看着多，复杂 refactor 一次性吃掉 10-20 credits，月底空了得加 credit pack",[40,1198,1199,1202,1203,1206],{},[43,1200,1201],{},"Cascade 比 Composer 更敢动手","：写得激进的同时",[43,1204,1205],{},"犯错也更多","，commit 频率要拉高，方便回滚",[40,1208,1209,1212,1213,1216],{},[43,1210,1211],{},"多窗口隔离","：根据 ",[434,1214,866],{"href":864,"rel":1215},[468]," 实测，Cascade context 是按窗口隔离的——前后端在两个项目时跨项目协作有缺陷，需开 multi-root workspace",[40,1218,1219,58,1222,1226],{},[43,1220,1221],{},"Cascade 写文件失败的\"flaky\"",[434,1223,1225],{"href":694,"rel":1224},[468],"dev.to 用户反馈"," 引用的常见问题，Cascade 偶发 \"cascade errors when trying to write files\"，重试或换模型可解",[40,1228,1229,1232,1233,1235,1236,1238],{},[43,1230,1231],{},"更名已落地，注意迁移","：Windsurf 已于 2026-06-02 更名 Devin Desktop，Cascade 于 07-01 EOL。老用户 OTA 自动更新，无需重装；但脚本里的 ",[60,1234,606],{}," 命令要改为 ",[60,1237,610],{},"，依赖 Cascade 的工作流需迁移到 Devin Local（功能对齐，部分交互不同），建议先在小项目验证再全面迁移",[40,1240,1241,1244],{},[43,1242,1243],{},"Rust \u002F Go 项目 LSP 不够全","：Cascade 的内嵌 LSP 比\"VS Code + Rust Analyzer 扩展\"功能少一些",[40,1246,1247,1250],{},[43,1248,1249],{},"VS Code 扩展库兼容性","：95%+ 兼容，但极少数靠 VS Code 私有 API 的扩展（如某些远程开发插件）会有问题",[22,1252,405],{"id":404},[27,1254,1255],{},"✅ 适合：",[170,1257,1258,1264,1267,1270,1273],{},[40,1259,1260,1261,1263],{},"想用比 ",[434,1262,279],{"href":652}," 更激进的 Agent 模式",[40,1265,1266],{},"重视补全的瞬时响应",[40,1268,1269],{},"海外开发者 \u002F 能稳定上代理",[40,1271,1272],{},"VS Code 用户想\"原地升级\"",[40,1274,1275],{},"团队规模中小（5-20 人），SSO 需求",[27,1277,1278],{},"❌ 不适合：",[170,1280,1281,1287,1292,1295],{},[40,1282,1283,1284,1286],{},"国内首选 IDE（",[434,1285,977],{"href":976}," 更顺）",[40,1288,1289,1290,1161],{},"终端工作流为主（",[434,1291,282],{"href":1173},[40,1293,1294],{},"需要私有部署 \u002F 数据不出网",[40,1296,1297],{},"反对一切 credit 制",[22,1299,428],{"id":428},[170,1301,1302,1313,1328,1343],{},[40,1303,1304,1305,1174,1309],{},"最新资讯：",[434,1306,1308],{"href":1307},"\u002Fnews\u002F2026\u002Fwindsurf-devin-desktop.html","Windsurf 更名 Devin Desktop，Cascade 退役",[434,1310,1312],{"href":1311},"\u002Fnews\u002F2026\u002Fwindsurf-acquisition.html","Windsurf 被 Cognition 收购始末",[40,1314,1315,1316,1174,1318,1174,1320,1174,1322,1174,1324],{},"同类对比：",[434,1317,279],{"href":652},[434,1319,977],{"href":976},[434,1321,1009],{"href":1008},[434,1323,282],{"href":1173},[434,1325,1327],{"href":1326},"\u002Fcoding\u002Fcopilot\u002Fgithub-copilot.html","GitHub Copilot",[40,1329,1330,1331,1174,1335,1174,1339],{},"概念：",[434,1332,1334],{"href":1333},"\u002Fwiki\u002Fai-agent.html","AI Agent",[434,1336,1338],{"href":1337},"\u002Fwiki\u002Fvibe-coding.html","Vibe Coding",[434,1340,1342],{"href":1341},"\u002Fwiki\u002Ffunction-calling.html","Function Calling",[40,1344,1345,1346,1174,1350,1174,1354],{},"模型：",[434,1347,1349],{"href":1348},"\u002Fmodels\u002Fgpt-5-6.html","GPT-5.6",[434,1351,1353],{"href":1352},"\u002Fmodels\u002Fclaude-sonnet-5.html","Claude Sonnet 5",[434,1355,1357],{"href":1356},"\u002Fmodels\u002Fdeepseek-v4.html","DeepSeek V4",[22,1359,458],{"id":458},[170,1361,1362,1369,1375],{},[40,1363,1364,1365],{},"官网：",[434,1366,1367],{"href":1367,"rel":1368},"https:\u002F\u002Fwindsurf.com",[468],[40,1370,1371,1372],{},"Cascade 文档：",[434,1373,672],{"href":672,"rel":1374},[468],[40,1376,1377],{},"第三方评测：vibecoding.app \u002F eesel.ai \u002F openaitoolshub.org \u002F pecollective.com",[27,1379,1380,1381,1385],{},"本卡片由 AIHO 编辑部根据官方公开资料与第三方评测整理。所有事实点均标注来源；如发现价格 \u002F 命令 \u002F 功能与最新官方信息不一致，请通过 ",[434,1382,1384],{"href":1383},"mailto:hello@aiho.net","反馈邮箱"," 反馈。",[1387,1388,1389],"style",{},"html pre.shiki code .sJ8bj, html code.shiki .sJ8bj{--shiki-default:#6A737D;--shiki-dark:#6A737D}html pre.shiki code .sScJk, html code.shiki .sScJk{--shiki-default:#6F42C1;--shiki-dark:#B392F0}html pre.shiki code .sZZnC, html code.shiki .sZZnC{--shiki-default:#032F62;--shiki-dark:#9ECBFF}html pre.shiki code .sj4cs, html code.shiki .sj4cs{--shiki-default:#005CC5;--shiki-dark:#79B8FF}html .default .shiki span {color: var(--shiki-default);background: var(--shiki-default-bg);font-style: var(--shiki-default-font-style);font-weight: var(--shiki-default-font-weight);text-decoration: var(--shiki-default-text-decoration);}html .shiki span {color: var(--shiki-default);background: var(--shiki-default-bg);font-style: var(--shiki-default-font-style);font-weight: var(--shiki-default-font-weight);text-decoration: var(--shiki-default-text-decoration);}html .dark .shiki span {color: var(--shiki-dark);background: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}html.dark .shiki span {color: var(--shiki-dark);background: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: var(--shiki-dark-font-weight);text-decoration: 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